Lazpita, Eneko; Martínez-Sánchez, Álvaro; Corrochano, Adrián; Hoyas, S; Le clainche, Soledad; Vinuesa, Ricardo(American Institute of Physics, 2022-05)
[EN] This study uses higher-order dynamic mode decomposition to analyze a high-fidelity database of the turbulent flow in an urban environment consisting of two buildings separated by a certain distance. We recognize the ...
Eivazi, Hamidreza; Le Clainche, Soledad; Hoyas, S; Vinuesa, Ricardo(Elsevier, 2022-09-15)
[EN] Modal-decomposition techniques are computational frameworks based on data aimed at identifying a low-dimensional space for capturing dominant flow features: the so-called modes. We propose a deep probabilistic-neural-network ...